Side-by-side comparison · 24 data points
Enterprise-grade product recommendations + merchandising control: PDP, Cart, Checkout, A/B testing
| Algonomy AI Recommendations | Loox ‑ Product Reviews App | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed | ||
| Last updated | — | — |
Convert more shoppers with visual product reviews, superpowered by AI
| Metric | Algonomy AI Recommendations | Loox ‑ Product Reviews App |
|---|---|---|
| Rating | — | 4.9 ★ |
| Total reviews | 0 | 8.2k |
| Free plan | Yes | Yes |
| Pricing | Free to install | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 3 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 5 |
| Review velocity (30d) | — | 266 new |
| Languages | 1 supported | 1 supported |
| Listed since | Jul 2022 | Oct 2015 |
Based on the data on this page, Loox ‑ Product Reviews App is the stronger choice for most Shopify App Store merchants — 4.9★ vs Algonomy AI Recommendations's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: Algonomy AI Recommendations at Free to install, Loox ‑ Product Reviews App at Free plan available. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (apps, orders, integrations) varies. Loox ‑ Product Reviews App has the larger user base (8,203 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Algonomy AI Recommendations's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to Loox ‑ Product Reviews App; mid-market and enterprise merchants with specific feature requirements should evaluate both — Algonomy AI Recommendations's 0-review base may include the workflow context that matches your specific use case better than Loox ‑ Product Reviews App's broader-but-shallower coverage. This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: Algonomy AI Recommendations audit • Loox ‑ Product Reviews App audit
| Keyword | Algonomy AI Recommendations | Loox ‑ Product Reviews App |
|---|---|---|
| ai product recommendation | #203 | #101 |
Not featured in any section recently.
No tracked changes.
| Signal | Algonomy AI Recommendations | Loox ‑ Product Reviews App |
|---|---|---|
| Average rating | 0.0 ★ (0) | 4.9 ★ (8.2k) |
| Rating distribution | 5— 4— 3— 2— 1— | 595% 43% 31% 20% 11% |
| Reviews · last 7 days | — | +51 |
| Reviews · last 30 days | — | +266 |
| Reviews · last 90 days | — | +997 |
No reviews yet.
Both Algonomy AI Recommendations and Loox ‑ Product Reviews App offer paid plans only. Algonomy AI Recommendations starts at Free to install; Loox ‑ Product Reviews App starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. Algonomy AI Recommendations fits better if you prioritize broader integrations; Loox ‑ Product Reviews App is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. Loox ‑ Product Reviews App has more onboarding documentation maturity (8,203 reviews vs 0), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
Algonomy AI Recommendations typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). Loox ‑ Product Reviews App aligns more with established stores with steady traffic (8,203 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. Algonomy AI Recommendations and Loox ‑ Product Reviews App both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Algonomy AI Recommendations" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
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